Bonjour James,
Chris is right. It isn't really used like that but it is correct.
'au bord d'un lac / d'une rivière' = by the lake / river
'au bord de la falaise' = at the cliff's edge
vs
'à la sortie du village' = at the edge of the village
I hope this is helpful.
Bonne journée !